3 papers
cs.CV2025
Comprehensive Pathological Image Segmentation via Teacher Aggregation for Tumor Microenvironment Analysis
Daisuke Komura, Maki Takao, Mieko Ochi +10
The tumor microenvironment (TME) plays a crucial role in cancer progression and treatment response, yet current methods for its comprehensive analysis in H&E-stained tissue slides…
eess.IV2024
Multimodal Whole Slide Foundation Model for Pathology
Tong Ding, Sophia J. Wagner, Andrew H. Song +20
The field of computational pathology has been transformed with recent advances in foundation models that encode histopathology region-of-interests (ROIs) into versatile and transfe…
cs.CV2024
Pathology Foundation Models
Mieko Ochi, Daisuke Komura, Shumpei Ishikawa
Pathology has played a crucial role in the diagnosis and evaluation of patient tissue samples obtained from surgeries and biopsies for many years. The advent of Whole Slide Scanner…